Difference between revisions of "H20"

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* [[Libraries & Frameworks]]
 
* [[Libraries & Frameworks]]
* [[Platforms: Machine Learning as a Service (MLaaS)]]
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* [[Platforms: AI/Machine Learning as a Service (AIaaS/MLaaS)]]
  
 
H2O DriverlessAI is an automatic machine learning platform which delivers unique and advanced functionality for data visualisation, feature engineering, model interpretability and low-latency deployment. There is no mandatory need of a data scientist to use this platform and can be used by everyone including junior data scientists, domain scientists, data engineers, etc. This platform works in such a way that the Driverless AI takes a raw dataset and automatically visualises interesting patterns for data exploration. It then applies automatic feature engineering to increase accuracy. Next, it auto-tunes model parameters and provides the user with the model that yields the best results. Lastly, it gives easy explanations of model results. [http://www.analyticsindiamag.com/7-machine-learning-tools-for-non-data-scientists/ 7 Machine Learning Tools For Non-Data Scientists | Ambika Choudhury]
 
H2O DriverlessAI is an automatic machine learning platform which delivers unique and advanced functionality for data visualisation, feature engineering, model interpretability and low-latency deployment. There is no mandatory need of a data scientist to use this platform and can be used by everyone including junior data scientists, domain scientists, data engineers, etc. This platform works in such a way that the Driverless AI takes a raw dataset and automatically visualises interesting patterns for data exploration. It then applies automatic feature engineering to increase accuracy. Next, it auto-tunes model parameters and provides the user with the model that yields the best results. Lastly, it gives easy explanations of model results. [http://www.analyticsindiamag.com/7-machine-learning-tools-for-non-data-scientists/ 7 Machine Learning Tools For Non-Data Scientists | Ambika Choudhury]

Revision as of 09:53, 14 October 2020

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H2O DriverlessAI is an automatic machine learning platform which delivers unique and advanced functionality for data visualisation, feature engineering, model interpretability and low-latency deployment. There is no mandatory need of a data scientist to use this platform and can be used by everyone including junior data scientists, domain scientists, data engineers, etc. This platform works in such a way that the Driverless AI takes a raw dataset and automatically visualises interesting patterns for data exploration. It then applies automatic feature engineering to increase accuracy. Next, it auto-tunes model parameters and provides the user with the model that yields the best results. Lastly, it gives easy explanations of model results. 7 Machine Learning Tools For Non-Data Scientists | Ambika Choudhury